Table 5.

5-fold cross-validation result obtained by using our proposed method on S.cerevisiae dataset

Testing set	ACC(%)	SN(%)	Spec(%)	PPV(%)	NPV(%)	F1(%)	MCC(%)
1	95.41	93.15	97.60	97.46	93.54	92.26	90.88
2	94.99	92.03	97.82	97.57	92.80	94.72	90.11
3	94.28	92.31	96.29	96.23	92.44	94.23	88.64
4	94.95	92.69	97.22	97.10	92.97	94.84	89.99
5	95.40	93.15	97.60	97.46	93.54	95.26	90.88
Average	95.01 ±0.46	92.67 ±0.5	97.31 ±0.61	97.16 ±0.55	93.06 ±0.48	94.26 ±1.18	90.1 ±0.92